EP 4047878 A4 20221214 - TRAFFIC PREDICTION METHOD, DEVICE, AND STORAGE MEDIUM
Title (en)
TRAFFIC PREDICTION METHOD, DEVICE, AND STORAGE MEDIUM
Title (de)
VERKEHRSVORHERSAGEVERFAHREN, VORRICHTUNG UND SPEICHERMEDIUM
Title (fr)
PROCÉDÉ DE PRÉDICTION DE TRAFIC, DISPOSITIF ET SUPPORT DE STOCKAGE
Publication
Application
Priority
- CN 201911359122 A 20191225
- CN 2020122552 W 20201021
Abstract (en)
[origin: EP4047878A1] Embodiments of the present disclosure relate to the field of communications, and disclose a traffic prediction method, including: acquiring traffic data of a first preset time period in a historical period, and pre-processing the traffic data; performing empirical mode decomposition (EMD) on pre-processed traffic data to obtain a plurality of component series; using a time series prediction model to fit the plurality of component series, and using a fitted time series prediction model to obtain a plurality of component prediction results of a second preset time period; accumulating the plurality of component prediction results to obtain a traffic prediction result for the second preset time period. The present disclosure further provides a traffic prediction device and a storage medium.
IPC 8 full level
H04L 41/14 (2022.01); H04L 41/147 (2022.01)
CPC (source: CN EP US)
H04L 41/142 (2013.01 - CN US); H04L 41/145 (2013.01 - CN EP); H04L 41/147 (2013.01 - US); H04L 43/0876 (2013.01 - CN US)
Citation (search report)
- [XI] CN 109802862 A 20190524 - UNIV CHONGQING POSTS & TELECOM
- [XI] CN 110381523 A 20191025 - YANCHENG JIDA INTELLIGENT TERMINAL INDUSTRIAL RES INSTITUTE CO LTD
- See references of WO 2021129086A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
EP 4047878 A1 20220824; EP 4047878 A4 20221214; CN 113037531 A 20210625; US 11863397 B2 20240102; US 2023028574 A1 20230126; WO 2021129086 A1 20210701
DOCDB simple family (application)
EP 20904338 A 20201021; CN 201911359122 A 20191225; CN 2020122552 W 20201021; US 202017782993 A 20201021